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math.OC2026
Understanding the Variance Dichotomy in Continuous Simulation Optimization: A Minimax Lower Bound Perspective
Jianzhong Du, L. Jeff Hong
This paper studies the variance dichotomy in continuous simulation optimization (CSO). Existing literature shows a sharp contrast between deterministic CSO and stochastic CSO, with…
math.OC2024★ 2 cited
Review of Large-Scale Simulation Optimization
Weiwei Fan, L. Jeff Hong, Guangxin Jiang +1
Large-scale simulation optimization (SO) problems encompass both large-scale ranking-and-selection problems and high-dimensional discrete or continuous SO problems, presenting sign…